Python wordcloud 中 generate_from_frequencies 方法所需的元组数组

Question

I am trying to make a word cloud in Python from the significance of strings and their corresponding data values in an Excel document. The generate_from_frequencies method takes a frequencies parameter which the docs say is supposed to take an array of tuples.

Partial code from wordcloud source code :

def generate_from_frequencies(self, frequencies):
    """Create a word_cloud from words and frequencies.
    Parameters
    ----------
    frequencies : array of tuples
        A tuple contains the word and its frequency.
    Returns
    -------
    self
    """
    # make sure frequencies are sorted and normalized
    frequencies = sorted(frequencies, key=item1, reverse=True)
    frequencies = frequencies[:self.max_words]
    # largest entry will be 1
    max_frequency = float(frequencies[0][1])

    frequencies = [(word, freq / max_frequency) for word, freq in frequencies]

I tried using a regular list, then I tried a ndarray from numpy, but PyCharm shows warnings that the parameter type should be array.py, which I read is only supposed to take characters, integers, and floating point numbers ( array.py docs ):

This module defines an object type which can compactly represent an array of basic values: characters, integers, floating point numbers.

My test code:

import os
import numpy
import wordcloud

d = os.path.dirname(__file__)
cloud = wordcloud.WordCloud()
array = numpy.array([("hi", 6), ("seven"), 17])
cloud.generate_from_frequencies(array)  # <= what should go in the parentheses

If I run the code above despite the PyCharm warning, I get the following error, which I suppose is another way of telling me that it can't accept the ndarray type:

  File "C:/Users/Caitlin/Documents/BioDataSorter/tag_cloud_test.py", line 8, in <module>
cloud.generate_from_frequencies(array)  # <= what should go in the parentheses
  File "C:\Python34\lib\site-packages\wordcloud\wordcloud.py", line 263, in generate_from_frequencies
frequencies = sorted(frequencies, key=item1, reverse=True)
TypeError: 'int' object is not subscriptable

Another potential problem could be that wordcloud was written in Python 2 but I am using Python 3.4, which may have rendered some of the code unusable. What type should I pass this method?

Answer 1

From your test code ... # <= what should go in this parentheses

I believe you should have a tuple (("hi", float(6/(6+17)),("seven", float(17/(6+17))))

Answer 2

Thanks to J Herron and selva for the answer to use tuples instead of a list object-- and I ended up with this:

cloud.generate_from_frequencies((("hi", 3),("seven", 7)))

It still came up as an error in my IDE, which was misleading, but it worked the way it was supposed to.

Answer 3

Building on CCCodes' answer, here is the new version of the provided way with the weight mapped to the word in a dict:

cloud.generate_from_frequencies({"hi": 3,"seven": 7})